MLOps/DevOps Engineer
- Intuit
- 3 - 6 years
- Remote
- 2 months ago
- Email to a friend
- Report this job
Job Description
We are looking for a highly motivated individual who can develop cutting edge MLOps and DevOps frameworks to deploy AI models. The candidate
should have a solid grasp of state-of-the-art cloud technologies, best in class
deployment architectures/frameworks and production grade software. Finally, the role requires strong team and interdisciplinary collaboration to see products through the development cycle from beginning to end.
Core Job Responsibilities:
Develop end-to-end pipelines encompassing the ML lifecycle from data ingestion, data transformation, model training &validation, model deployment & serving, and model evaluation over time.
Collaborate closely with AI scientists to accelerate productionization of ML
algorithms.
Setup CI/CD/CT pipelines for ML algorithms.
Deploy models as a service both to cloud and on-prem edge.
Manage a team of DevOps/MLOps engineers.
Learn and apply new tools, technologies, and industry best practices.
Key Qualifications
MS in Computer Science, Software Engineering, or equivalent field
Experience with Cloud Platforms, especially GCP, and related skills: Docker, Kubernetes, edge computing.
Familiarity with task orchestration tools, such as MLflow, Kubeflow, Airflow, Vertex AI, Azure ML, etc
Fluency in at least one general purpose programming language, Python
preferred.
Strong DevOps skills: Linux/Unix environment, testing, troubleshooting,
automation, Git, dependency management, and build tools (GCP Cloud Build,
Jenkins, Bazel, Gitlab CI/CD, Github Actions, etc).
Data engineering skills a plus, such as Beam, Spark, Pandas, SQL, Kafka, GCP Dataflow, etc
5+ years of experience, including academic experience, in any of the above.
3+ years of managing a DevOps/MLOps team.
Job Classification
Industry: Accounting / AuditingFunctional Area / Department: Engineering - Software & QA
Role Category: DevOps
Role: DevOps Engineer
Employement Type: Full time
Contact Details:
Company: IntuitLocation(s): Remote
+ View Contact
Keyskills: Unix Automation github GIT orchestration Linux Troubleshooting SQL Python
Fraud Alert to job seekers!
₹ Not Disclosed
Similar positions
Intuit
Intuitor delivers innovative IT Infrastructure Solution and Services which enables clients to succeed in this digital age. It?s our goal to provide transformational Next Generation IT Infrastructure Solutions and Managed Infrastructure Solution Services to every client we partner with.
Job Listings
We are in open beta version of website, please let us know if any issues, at: info(at)indigojobs.in